Raw File
{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Authorship matrix and contribution statement for IBL behavioral standardization platform paper\n",
    "#### https://doi.org/10.1101/2020.01.17.909838\n",
    "Anne Urai, CSHL, 2020\n",
    "\n",
    "See https://github.com/int-brain-lab/paper-behavior/blob/master/authorship/Authorship%20and%20contribution%20for%20IBL%20behavior%20paper.ipynb for a more in-depth discussion and analysis of author contribution logging"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import os\n",
    "sns.set()\n",
    "\n",
    "df = pd.read_csv('csv/Behavior paper contribution statement - v2 (2020) - full_descriptions.csv')\n",
    "df = df.rename(columns={'credit_proposal_v2':'credit'})\n",
    "df = df[['first_name', 'last_name', 'credit']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "new_df = []\n",
    "for aidx, author in df.groupby(['last_name', 'first_name']):\n",
    "\n",
    "    # parse author for initials - for long-form contribution statement\n",
    "    words_last = author.last_name.item().split()\n",
    "    letters_last = [word[0] for word in words_last]\n",
    "    words_first = author.first_name.item().split()\n",
    "    letters_first = [word[0] for word in words_first]\n",
    "    initials = '.'.join(letters_first + letters_last) + '.'\n",
    "         \n",
    "    # tease apart the credit assignment column\n",
    "    statement = author['credit'].item()\n",
    "    if not isinstance(statement, str):\n",
    "        continue\n",
    "    statement_split = statement.split(\"[\")\n",
    "    for s in statement_split:\n",
    "        cat_split = s.split(\"]\")\n",
    "        if len(cat_split) > 1:\n",
    "            credit_category = cat_split[0]\n",
    "            task_split = cat_split[1].split(\")\")\n",
    "            for t in task_split:\n",
    "                contrib_split = t.split(\"(\")\n",
    "                if len(contrib_split) == 2:\n",
    "                    # print(contrib_split)\n",
    "                    task = contrib_split[0]\n",
    "                    if '{' in task:\n",
    "                        final_split = task.split(\"{\")\n",
    "                        task = final_split[0]\n",
    "                        specific = final_split[1].replace('} ', ']')\n",
    "                        specific = ' [' + specific\n",
    "                    else:\n",
    "                        specific = ''\n",
    "                    contribution = contrib_split[1]\n",
    "                    \n",
    "                    # add these\n",
    "                    new_df.append({'last_name':author.last_name.item(),\n",
    "                                  'first_name':author.first_name.item(),\n",
    "                                  'author_initials':initials,\n",
    "                                  'credit_category': credit_category.lower().replace('–', '-'),\n",
    "                                  'task': task.lower().replace('\\n', '').strip(),\n",
    "                                  'contribution': contribution.lower(),\n",
    "                                  'specific': specific})\n",
    "                    \n",
    "new_df = pd.DataFrame(new_df)\n",
    "\n",
    "# add some vars\n",
    "new_df['credit_task'] = new_df.credit_category.str.upper() + ': ' + new_df.task\n",
    "new_df['contribution_level'] = new_df.contribution.map({'lead':3, 'equal':2, 'support':1})\n",
    "new_df['author'] = new_df.last_name + ', ' + new_df.first_name"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['CONCEPTUALIZATION: defined composition and scope of the paper',\n",
       " 'DATA CURATION: curated data and metadata',\n",
       " 'FORMAL ANALYSIS: analyzed data',\n",
       " 'FUNDING ACQUISITION: acquired funding',\n",
       " 'INVESTIGATION: built and maintained rigs, performed surgeries, collected behavioral data',\n",
       " 'METHODOLOGY: built, designed and tested rig assembly',\n",
       " 'METHODOLOGY: designed and delivered rig components',\n",
       " 'METHODOLOGY: developed final behavioral task',\n",
       " 'METHODOLOGY: developed protocols for surgery, husbandry and animal training',\n",
       " 'METHODOLOGY: piloted candidate behavioral tasks',\n",
       " 'METHODOLOGY: standardized licenses and experimental protocols across institutions',\n",
       " 'PROJECT ADMINISTRATION: managed and coordinated research outputs',\n",
       " 'RESOURCES: hosted the research',\n",
       " 'SOFTWARE: developed data acquisition software and infrastructure',\n",
       " 'SUPERVISION: managed and coordinated team',\n",
       " 'SUPERVISION: supervised local laboratory research',\n",
       " 'VALIDATION: maintained and validated analysis code',\n",
       " 'VISUALIZATION: created data visualizations',\n",
       " 'VISUALIZATION: designed and created figures',\n",
       " 'WRITING - ORIGINAL DRAFT: wrote and curated the appendix protocols',\n",
       " 'WRITING - ORIGINAL DRAFT: wrote the first version of the paper',\n",
       " 'WRITING - ORIGINAL DRAFT: wrote the second version of the paper',\n",
       " 'WRITING - REVIEW AND EDITING: edited the paper',\n",
       " 'WRITING - REVIEW AND EDITING: revised the paper in response to peer review']"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sorted(new_df.credit_task.unique())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "new_df.contribution.unique()\n",
    "assert(all(new_df.groupby(['task'])['credit_category'].nunique() == 1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "author_initials\n",
       "A.E.U.                  [Urai, Anne E.]\n",
       "A.K.                     [Khanal, Anup]\n",
       "A.K.C.             [Churchand, Anne K.]\n",
       "A.M.Z.              [Zador, Anthony M.]\n",
       "A.P.           [Pan-Vazquez, Alejandro]\n",
       "C.J.W.           [Wilson, Christian J.]\n",
       "C.R.                 [Rossant, Cyrille]\n",
       "C.S.K.       [Krasniak, Christopher S.]\n",
       "D.E.A.              [Angelaki, Dora E.]\n",
       "E.E.D.                [DeWitt, Eric E.]\n",
       "F.C.                  [Cazettes, Fanny]\n",
       "F.H.                          [Hu, Fei]\n",
       "G.A.C.             [Chapuis, Gaelle A.]\n",
       "G.T.M.               [Meijer, Guido T.]\n",
       "H.F.                  [Forrest, Hamish]\n",
       "H.M.B.               [Bayer, Hannah M.]\n",
       "H.M.V.           [Vergara, Hernando M.]\n",
       "I.B.W.               [Witten, Ilana B.]\n",
       "I.C.L.            [Laranjeira, Inês C.]\n",
       "J.I.S.             [Sanders, Joshua I.]\n",
       "J.P.N.                [Noel, Jean Paul]\n",
       "K.Z.S.             [Socha, Karolina Z.]\n",
       "L.E.W.                [Wool, Lauren E.]\n",
       "L.M.H.              [Haetzel, Laura M.]\n",
       "M.C.                [Carandini, Matteo]\n",
       "M.F.                   [Faulkner, Mayo]\n",
       "M.H.                 [Hausser, Michael]\n",
       "M.J.W.                [Wells, Miles J.]\n",
       "M.M.              [Murakami, Masayoshi]\n",
       "N.B.                [Bonacchi, Niccolò]\n",
       "N.J.M.            [Miska, Nathaniel J.]\n",
       "R.T.                   [Terry, Rebecca]\n",
       "S.B.H.                [Hofer, Sonja B.]\n",
       "T.D.M.        [Mrsic-Flogel, Thomas D.]\n",
       "V.A.R.    [Aguillon Rodriguez, Valeria]\n",
       "Y.D.                        [Dan, Yang]\n",
       "Z.F.M.             [Mainen, Zachary F.]\n",
       "Name: author, dtype: object"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# ensure initials are unique\n",
    "new_df.groupby(['author_initials'])['author'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# sort categories in the Credit order (instead of alphabetical)\n",
    "credit_category_order = [x.lower() for x in ['Conceptualization', 'Methodology', 'Software', \n",
    "                         'Validation', 'Formal Analysis', 'Investigation', 'Resources', \n",
    "                         'Data curation', 'Writing - Original Draft', 'Writing - Review and Editing',\n",
    "                         'Visualization', 'Supervision',\n",
    "                         'Project Administration', 'Funding acquisition']]\n",
    "order_dict = { credit_category_order[i] : i for i in range(0, len(credit_category_order) ) }\n",
    "new_df['category_order'] = new_df['credit_category'].map(order_dict)\n",
    "new_df = new_df.sort_values(by=['last_name', 'category_order'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sorted(new_df.category_order.unique())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "#matrix = new_df.pivot(\"credit_task\", \"author\", \"contribution_level\").fillna(0)\n",
    "matrix = new_df.pivot_table(values='contribution_level', index=['category_order', 'credit_task'],\n",
    "                    columns=['author'], fill_value=0)\n",
    "matrix.to_csv('contributions_matrixform.csv')\n",
    "matrix.index = [col[1] for col in matrix.index] # remove the sorting column from the index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x648 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cmap = sns.light_palette(\"purple\", n_colors=4)\n",
    "cmap[0] = (0.95, 0.95, 0.95)\n",
    "\n",
    "fig, ax = plt.subplots(1,1,figsize=(14,9))\n",
    "sns.heatmap(matrix, annot=False, yticklabels=True, cmap=cmap, \n",
    "            linewidths=.5, ax=ax, cbar=False, square=True)\n",
    "ax.set_xlabel('')\n",
    "ax.set_ylabel('')\n",
    "ax.tick_params(axis=\"x\", bottom=False, top=True, \n",
    "               labelbottom=False, labeltop=True, rotation=90)\n",
    "ax.tick_params(axis=\"y\", left=True, right=False)\n",
    "plt.tight_layout()\n",
    "fig.savefig('contributions.png', dpi=400)\n",
    "fig.savefig('contributions.pdf')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "## WRITE THIS OUT FOR THE CONTRIBUTION STATEMENT IN THE PAPER\n",
    "# also here, order the tasks by credit category\n",
    "# remove the comments, almost nobody found those useful\n",
    "new_df['task'] = new_df['credit_task'] + ' (' + new_df['contribution'] + ')' # + new_df['specific']\n",
    "\n",
    "if os.path.isfile('contributions_text.txt'):\n",
    "    os.remove('contributions_text.txt')\n",
    "f = open(\"contributions_text.txt\", \"a\")\n",
    "\n",
    "for author, tmpdf in new_df.groupby(['author']):\n",
    "    txt = tmpdf['first_name'].unique()[0] + ' ' + tmpdf['last_name'].unique()[0] + \\\n",
    "        ': ' + '; '.join(tmpdf.task.values)\n",
    "    #print(txt)\n",
    "    f.write(txt + \"\\n\")\n",
    "f.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:iblenv] *",
   "language": "python",
   "name": "conda-env-iblenv-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
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